Open Sources

AI Models

learn-machine-learning-in-two-monthsNhững kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.https://github.com/bangoc123/learn-machine-learning-in-two-months
mlp-mixerImplementation for paper MLP-Mixer: An all-MLP Architecture for Visionhttps://github.com/bangoc123/mlp-mixer
vitOur implementation for paper: An Image is Worth 16×16 Words: Transformers for Image Recognition at Scalehttps://github.com/protonx-engineering/vit
transformerBuild English-Vietnamese machine translation with ProtonX Transformer. 😀https://github.com/bangoc123/transformer
MobileNetImplementation of MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applicationshttps://github.com/protonx-tf-03-projects/MobileNet
ResNetImplementation of ResNet: Deep Residual Learning for Image Recognition.https://github.com/protonx-tf-03-projects/ResNet
CharCNNImplementation of paper: Character-level Convolutional Networks for Text Classificationhttps://github.com/protonx-tf-03-projects/CharCNN
highway-networksImplementation for paper Highway Network (2015) using Tensorflow 2https://github.com/protonx-tf-03-projects/highway-networks
Seq2SeqImplementation of Sequence to Sequence Learning with Neural Networks using Tensorflow 2.https://github.com/protonx-tf-03-projects/Seq2Seq
ConvNext-2020sImplementation of paper: ConvNet for the 2020shttps://github.com/protonx-tf-04-projects/ConvNext-2020s
Vietnam Keywords ExtractionVietnam Keywords Extraction https://github.com/protonx-tf-05-projects/vn-extract-keywords
LoraUse LoRA technique to improve training Large Language Modelhttps://github.com/protonx-tf-06-projects/lora-experiment-1
SophiaSophia explanations and experimentshttps://github.com/protonx-tf-06-projects/sophia

Models Optimizations

Optimized Wave2vecOptimized Wave2vec model for Vietnamese speech recognition with implementation code on Triton Server.https://github.com/mles-02/wave2vec-optimzation
Image Classification OptimizationONNX MobileNet modelhttps://github.com/protonx-mles-01-projects/image-classification-optimization
Sentiment Classification OptimizationONNX Distil Bert modelhttps://github.com/protonx-mles-01-projects/sentiment-classification-optimization
Stable Diffusion OptimizationStable Diffusion Optimizationhttps://github.com/mles-02/diffusion-optimize
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